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A Library for Support Vector Machines

Known as: LIBLINEAR, LibSVM 
LIBSVM and LIBLINEAR are two popular open source machine learning libraries, both developed at the National Taiwan University and both written in C… 
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Papers overview

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2016
2016
Objectives: To identify a cervical cytology cell image as a representative of the normal or malignant cancerous cell. This work… 
2014
2014
Human activity recognition is an important task in computer vision because it has many application areas such as, healthcare… 
2013
2013
Magnetic Resonance Imaging (MRI) can be used to detect lesions in the brains of Multiple Sclerosis (MS) patients and is… 
Highly Cited
2013
Highly Cited
2013
We present BudgetedSVM, an open-source C++ toolbox comprising highly-optimized implementations of recently proposed algorithms… 
2011
2011
An affine-scaling algorithm (ASL) for optimization problems with a single linear equality constraint and box restrictions is… 
2010
2010
Most research on author identification considers large texts. Not many research is done on author identification for short texts… 
2008
2008
We introduce the OneClassMaxMinOver (OMMO) algorithm for the problem of one-class support vector classification. The algorithm is… 
2006
2006
We have developed an R Interface for our Machine Learning Toolbox SHOGUN. It features algorithms to train hidden markov models… 
2001
2001
We use a technique known as binning to convert the outputs of support vector machine (SVM) classifiers into well-calibrated…